JSON Filter FAQs

Question 1

Can JSON Filter handle large JSON files?

Accepted Answer

Yes, JSON Filter is particularly helpful for managing and processing JSON files that are large. Its filtering capabilities are specifically designed to extract pertinent data, preventing you from sending unnecessarily large JSON structures to your LLM.

Question 2

What is JSON Filter?

Accepted Answer

JSON Filter is a Model Context Protocol (MCP) server designed to optimize JSON data for Large Language Model (LLM) contexts. It provides tools for JSON schema generation and intelligent data filtering to ensure LLMs receive only relevant information.

Question 3

How does JSON Filter integrate with Claude?

Accepted Answer

JSON Filter integrates seamlessly with Claude Desktop and Claude Code as an MCP server. This allows you to define it in your Claude configuration, enabling Claude to use its `json_schema` and `json_filter` tools directly within your LLM interactions.

Question 4

How does JSON Filter optimize data for LLMs?

Accepted Answer

It helps optimize data for LLMs by allowing you to generate TypeScript type definitions from JSON files (for better understanding) and, crucially, to filter large JSON datasets down to only the fields relevant for your LLM query, thereby reducing token usage and improving context focus.

Question 5

What are the core features of JSON Filter?

Accepted Answer

JSON Filter offers JSON Schema Generation from files into TypeScript types, shape-based JSON Data Filtering to extract specific fields, and seamless integration with Claude Desktop and Claude Code via its MCP server capabilities. It's also built with TypeScript for robustness.

JSON Filter

소개

주요 기능

사용 사례